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Suzanne K. Lewis
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Journal Articles
- 2023
- [j12]Oliver Faust
, Simona De Michele
, Joel E. W. Koh, V. Jahmunah
, Shu Lih Oh, Aditya P. Kamath
, Prabal Datta Barua, Edward J. Ciaccio, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat
, U. Rajendra Acharya
:
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images. Comput. Methods Programs Biomed. 230: 107320 (2023) - 2021
- [j11]Joel Koh En Wei, Simona De Michele
, K. Vidya Sudarshan, V. Jahmunah, Edward J. Ciaccio, Ooi Chui Ping
, Raj Gururajan, Rashmi Gururajan, Shu Lih Oh, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat
, U. Rajendra Acharya
:
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach. Comput. Methods Programs Biomed. 203: 106010 (2021) - 2020
- [j10]Xinle Wang, Haiyang Qian, Edward J. Ciaccio, Suzanne K. Lewis, Govind Bhagat
, Peter H. R. Green, Shenghao Xu, Liang Huang
, Rongke Gao
, Yu Liu
:
Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction. Comput. Methods Programs Biomed. 187: 105236 (2020) - 2019
- [j9]Edward J. Ciaccio, Suzanne K. Lewis, Govind Bhagat
, Peter H. R. Green:
Color masking improves classification of celiac disease in videocapsule endoscopy images. Comput. Biol. Medicine 106: 150-156 (2019) - [j8]Joel E. W. Koh, Yuki Hagiwara
, Shu Lih Oh
, Jen Hong Tan
, Edward J. Ciaccio, Peter H. R. Green, Suzanne K. Lewis, U. Rajendra Acharya
:
Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images. Future Gener. Comput. Syst. 90: 86-93 (2019) - [j7]Jahmunah Vicnesh, Joel Koh En Wei, Edward J. Ciaccio, Shu Lih Oh, Govind Bhagat
, Suzanne K. Lewis, Peter H. R. Green, U. Rajendra Acharya
:
Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors. J. Medical Syst. 43(6): 157:1-157:9 (2019) - 2016
- [j6]Edward J. Ciaccio, Govind Bhagat
, Suzanne K. Lewis, Peter H. R. Green:
Extraction and processing of videocapsule data to detect and measure the presence of villous atrophy in celiac disease patients. Comput. Biol. Medicine 78: 97-106 (2016) - 2015
- [j5]Edward J. Ciaccio, Govind Bhagat
, Suzanne K. Lewis, Peter H. R. Green:
Suggestions for automatic quantitation of endoscopic image analysis to improve detection of small intestinal pathology in celiac disease patients. Comput. Biol. Medicine 65: 364-368 (2015) - [j4]Edward J. Ciaccio, Govind Bhagat
, Suzanne K. Lewis, Peter H. R. Green:
Trends in celiac disease research. Comput. Biol. Medicine 65: 369-378 (2015) - 2013
- [j3]Edward J. Ciaccio, Christina A. Tennyson, Govind Bhagat
, Suzanne K. Lewis, Peter H. R. Green:
Use of shape-from-shading to estimate three-dimensional architecture in the small intestinal lumen of celiac and control patients. Comput. Methods Programs Biomed. 111(3): 676-684 (2013) - 2012
- [j2]Edward J. Ciaccio, Christina A. Tennyson, Govind Bhagat
, Suzanne K. Lewis, Peter H. R. Green:
Transformation of videocapsule images to detect small bowel mucosal differences in celiac versus control patients. Comput. Methods Programs Biomed. 108(1): 28-37 (2012) - 2010
- [j1]Edward J. Ciaccio, Christina A. Tennyson, Suzanne K. Lewis, Suneeta Krishnareddy, Govind Bhagat
, Peter H. R. Green:
Distinguishing patients with celiac disease by quantitative analysis of videocapsule endoscopy images. Comput. Methods Programs Biomed. 100(1): 39-48 (2010)
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